Stars
A resource repository for representation engineering in large language models
😎 A curated list of awesome MLOps tools
One webpage for every book ever published!
Serverless Examples – A collection of boilerplates and examples of serverless architectures built with the Serverless Framework on AWS Lambda, Microsoft Azure, Google Cloud Functions, and more.
A CLI tool to generate a new Twilio Functions project that can be run locally with twilio-run.
Probabilistic reasoning and statistical analysis in TensorFlow
👩🏫 Advanced NLP with spaCy: A free online course
A very simple framework for state-of-the-art Natural Language Processing (NLP)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Summaries and notes on Deep Learning research papers
paper note, including personal comments, introduction, code etc
ABX and kaldi experiments on speech corpora made easy
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding a…
Command line utility for forced alignment using Kaldi
C++ library for audio and music analysis, description and synthesis, including Python bindings
Statsmodels: statistical modeling and econometrics in Python
My solution to the book A Collection of Data Science Take-Home Challenges
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
An implementation of Grad-CAM with keras
Keras Attention Layer (Luong and Bahdanau scores).
A python wrapper for Speech Signal Processing Toolkit (SPTK).
This is now the official location of the Merlin project.
eSpeak NG is an open source speech synthesizer that supports more than hundred languages and accents.
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Speech Signal Processing - a small collection of routines in Python to do signal processing